Pattern Recognition Tracking And Vertex Reconstruction In Particle Detectors

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Pattern Recognition, Tracking and Vertex Reconstruction in Particle Detectors

This open access book is a comprehensive review of the methods and algorithms that are used in the reconstruction of events recorded by past, running and planned experiments at particle accelerators such as the LHC, SuperKEKB and FAIR. The main topics are pattern recognition for track and vertex finding, solving the equations of motion by analytical or numerical methods, treatment of material effects such as multiple Coulomb scattering and energy loss, and the estimation of track and vertex parameters by statistical algorithms. The material covers both established methods and recent developments in these fields and illustrates them by outlining exemplary solutions developed by selected experiments. The clear presentation enables readers to easily implement the material in a high-level programming language. It also highlights software solutions that are in the public domain whenever possible. It is a valuable resource for PhD students and researchers working on online or offline reconstruction for their experiments.
Handbook of Particle Detection and Imaging

Author: Claus Grupen
language: en
Publisher: Springer Science & Business Media
Release Date: 2012-01-08
The handbook centers on detection techniques in the field of particle physics, medical imaging and related subjects. It is structured into three parts. The first one is dealing with basic ideas of particle detectors, followed by applications of these devices in high energy physics and other fields. In the last part the large field of medical imaging using similar detection techniques is described. The different chapters of the book are written by world experts in their field. Clear instructions on the detection techniques and principles in terms of relevant operation parameters for scientists and graduate students are given.Detailed tables and diagrams will make this a very useful handbook for the application of these techniques in many different fields like physics, medicine, biology and other areas of natural science.
Particle Detectors

Introduction -- Overview, history and concepts -- Interactions of particles with matter -- Movement of charge carriers in electric and magnetic fields -- Signal formation by moving charges -- Non-electronic detectors -- Gas-filled detectors -- Semiconductor detectors -- Track reconstruction and momentum measurement -- Photodetectors -- Cherenkov detectors -- Transition radiation detectors -- Scintillation detectors -- Particle identification -- Calorimeters -- Detectors for cosmic particles, neutrinos and exotic matter -- Signal processing, readout and noise -- Trigger and data acquisition systems -- Appendix A Dosimetry and radioactive sources -- Appendix B Weighting potential of segmented electrodes -- Appendix C Diffusion effects in drift chambers -- Appendix D Ionisation statistics in drift chambers -- Appendix E Position resolution of structured electrodes -- Appendix F Fitting of track models -- Appendix G LPM effect -- Appendix H Laplace transform -- Appendix I Physical noise sources -- Bibliography -- Abbreviations -- Index.